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1. 2025-04

Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide

NCHRP Research Report, Issue 1152, 95p

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2. 2025-04

Embedding-Based Representation Learning for Forecasting Flight Characteristics

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 920-938

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3. 2025-04

Multi-Agent Deep Reinforcement Learning with Graph Attention Network for Traffic Signal Control in Multiple-Intersection Urban Areas

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 880-898

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4. 2025-04

Dynamic Spatio-Temporal Residual Hypergraph Convolutional Networks for Traffic Flow Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 596-614

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5. 2025-04

Markov-Decision-Process-Based Reinforcement Learning for Emergency Vehicles of Dispatch and Reallocation Strategies through the Lens of Efficiency and Fairness: Evidence from Chinese Emergency Medical Services System

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 1015-1030

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6. 2025-04

Highway On-Ramp Truck Platooning Based on Deep Reinforcement Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 815-832

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7. 2025-04

Intelligent Back-calculation Approach to Obtain Viscoelastic Properties of Asphalt Pavements on Bedrock using Falling Weight Deflectometer Tests

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 431-447

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8. 2025-04

Fractal Characterization of Channel-Lining Concrete Based on U-Net Deep Learning under Freeze–Thaw Cycles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 800-814

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9. 2025-04

Physics-Informed Neural Network Model for Predictive Risk Assessment and Safety Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 675-700

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10. 2025-04

Intelligent Assessment and Training of Hazard Perception for Human Drivers and Autonomous Vehicles Using Deep Reinforcement Learning and Hierarchical Clustering

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 998-1014

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11. 2025-04

Learning Driver Models for Automated Vehicles via Knowledge Sharing and Personalization

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 985-997

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12. 2025-04

Toward Robust Car-Following Dynamics Modeling via Blackbox Models: Methodology, Analysis, and Recommendations

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 114-128

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13. 2025-04

Behavioral Modeling of Drivers near Speed Control Cameras: A Dual Perspective from Micro and Macro Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 181-197

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14. 2025-04

Built Environment’s Non-Linear Impact on Subway Passenger Flow Through Improved Interpretable Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 44-66

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15. 2025-04

Development of a Comprehensive Safety Evaluation Mechanism for the Highway Bus Industry

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 67-80

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16. 2025-03

Traffic Flow Prediction Using Novel Spatial-Temporal Multi-Head Attention Graph Convolution Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 883-898

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17. 2025-03

Modeling the Time-Dependent Variation of Road Salt Concentrations Using Analytical and Machine-Learning Approaches to Advance Service Life Predictions for Concrete Structures

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 1005-1020

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18. 2025-03

Enhancing Daily Crash Count Prediction using Deep Learning with Window Size Selection and Seasonality Predictor Integration

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 1037-1053

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19. 2025-03

Development of a Machine-Learning-Based Tool to Predict Retroreflectivity of Pavement Markings Across the U.S.

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 1021-1036

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20. 2025-03

Cross-Pacific Vessel Estimated Time of Arrival and Next Destination Prediction with Automatic Identification System Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 67-80

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21. 2025-03

Transfer Learning for Cross-City Traffic Prediction to Solve Data Scarcity

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 697-706

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22. 2025-03

Measurement While Drilling in the Illinois Subsurface: Drilling Versus Compound Parameters

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 617-634

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23. 2025-02

Analyzing Systematic Risk in Global Airline Industry: A Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 1976-1992

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24. 2025-02

Research on Optimization of Maintenance Task Scheduling for Metro Systems Based on Resource Constraints

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 1-17

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25. 2025-02

Predicting the Future Signalization of Traffic-Actuated Signals Using Extreme Gradient Boosting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 2063-2083

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Keywords:

Index Terms:

x Artificial intelligence

x Backpropagation

x Case based reasoning

x Expert systems

x Intelligent agents

x Machine learning

x Neural networks

x Pattern recognition systems

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